Overview

Brought to you by YData

Dataset statistics

Number of variables	34
Number of observations	3313522
Missing cells	16496269
Missing cells (%)	14.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	859.5 MiB
Average record size in memory	272.0 B

Variable types

DateTime	3
Categorical	8
Numeric	15
Text	8

Alerts

`AIRLINE` has constant value "Southwest Airlines Co."	Constant
`AIRLINE_DOT` has constant value "Southwest Airlines Co.: WN"	Constant
`AIRLINE_CODE` has constant value "WN"	Constant
`DOT_CODE` has constant value "19393"	Constant
`CANCELLED` is highly imbalanced (83.8%)	Imbalance
`DIVERTED` is highly imbalanced (97.7%)	Imbalance
`DEP_DELAY` has 77821 (2.3%) missing values	Missing
`TAXI_OUT` has 78301 (2.4%) missing values	Missing
`TAXI_IN` has 79338 (2.4%) missing values	Missing
`ARR_DELAY` has 85785 (2.6%) missing values	Missing
`CANCELLATION_CODE` has 3235034 (97.6%) missing values	Missing
`ELAPSED_TIME` has 85785 (2.6%) missing values	Missing
`AIR_TIME` has 85785 (2.6%) missing values	Missing
`DELAY_DUE_CARRIER` has 2553684 (77.1%) missing values	Missing
`DELAY_DUE_WEATHER` has 2553684 (77.1%) missing values	Missing
`DELAY_DUE_NAS` has 2553684 (77.1%) missing values	Missing
`DELAY_DUE_SECURITY` has 2553684 (77.1%) missing values	Missing
`DELAY_DUE_LATE_AIRCRAFT` has 2553684 (77.1%) missing values	Missing
`DELAY_DUE_SECURITY` is highly skewed (γ1 = 49.64198616)	Skewed
`DEP_DELAY` has 215759 (6.5%) zeros	Zeros
`ARR_DELAY` has 66616 (2.0%) zeros	Zeros
`DELAY_DUE_CARRIER` has 243307 (7.3%) zeros	Zeros
`DELAY_DUE_WEATHER` has 744337 (22.5%) zeros	Zeros
`DELAY_DUE_NAS` has 470725 (14.2%) zeros	Zeros
`DELAY_DUE_SECURITY` has 756232 (22.8%) zeros	Zeros
`DELAY_DUE_LATE_AIRCRAFT` has 232743 (7.0%) zeros	Zeros

Reproduction

Analysis started	2024-10-18 17:44:06.424090
Analysis finished	2024-10-18 17:46:38.645476
Duration	2 minutes and 32.22 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

FL_DATE
Date

Distinct	973
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Minimum	2021-01-01 00:00:00
Maximum	2023-08-31 00:00:00

Histogram with fixed size bins (bins=50)

AIRLINE
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Southwest Airlines Co.	3313522

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	72897484
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Southwest Airlines Co.
2nd row	Southwest Airlines Co.
3rd row	Southwest Airlines Co.
4th row	Southwest Airlines Co.
5th row	Southwest Airlines Co.

Common Values

Value	Count	Frequency (%)
Southwest Airlines Co.	3313522	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
southwest	3313522	33.3%
airlines	3313522	33.3%
co	3313522	33.3%

Most occurring characters

Value	Count	Frequency (%)
o	6627044	9.1%
t	6627044	9.1%
e	6627044	9.1%
s	6627044	9.1%
	6627044	9.1%
i	6627044	9.1%
S	3313522	4.5%
u	3313522	4.5%
h	3313522	4.5%
w	3313522	4.5%
Other values (6)	19881132	27.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	72897484	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	6627044	9.1%
t	6627044	9.1%
e	6627044	9.1%
s	6627044	9.1%
	6627044	9.1%
i	6627044	9.1%
S	3313522	4.5%
u	3313522	4.5%
h	3313522	4.5%
w	3313522	4.5%
Other values (6)	19881132	27.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	72897484	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	6627044	9.1%
t	6627044	9.1%
e	6627044	9.1%
s	6627044	9.1%
	6627044	9.1%
i	6627044	9.1%
S	3313522	4.5%
u	3313522	4.5%
h	3313522	4.5%
w	3313522	4.5%
Other values (6)	19881132	27.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	72897484	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	6627044	9.1%
t	6627044	9.1%
e	6627044	9.1%
s	6627044	9.1%
	6627044	9.1%
i	6627044	9.1%
S	3313522	4.5%
u	3313522	4.5%
h	3313522	4.5%
w	3313522	4.5%
Other values (6)	19881132	27.3%

AIRLINE_DOT
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Southwest Airlines Co.: WN	3313522

Length

Max length	26
Median length	26
Mean length	26
Min length	26

Characters and Unicode

Total characters	86151572
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Southwest Airlines Co.: WN
2nd row	Southwest Airlines Co.: WN
3rd row	Southwest Airlines Co.: WN
4th row	Southwest Airlines Co.: WN
5th row	Southwest Airlines Co.: WN

Common Values

Value	Count	Frequency (%)
Southwest Airlines Co.: WN	3313522	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
southwest	3313522	25.0%
airlines	3313522	25.0%
co	3313522	25.0%
wn	3313522	25.0%

Most occurring characters

Value	Count	Frequency (%)
	9940566	11.5%
t	6627044	7.7%
e	6627044	7.7%
s	6627044	7.7%
o	6627044	7.7%
i	6627044	7.7%
S	3313522	3.8%
n	3313522	3.8%
W	3313522	3.8%
:	3313522	3.8%
Other values (9)	29821698	34.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	86151572	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	9940566	11.5%
t	6627044	7.7%
e	6627044	7.7%
s	6627044	7.7%
o	6627044	7.7%
i	6627044	7.7%
S	3313522	3.8%
n	3313522	3.8%
W	3313522	3.8%
:	3313522	3.8%
Other values (9)	29821698	34.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	86151572	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	9940566	11.5%
t	6627044	7.7%
e	6627044	7.7%
s	6627044	7.7%
o	6627044	7.7%
i	6627044	7.7%
S	3313522	3.8%
n	3313522	3.8%
W	3313522	3.8%
:	3313522	3.8%
Other values (9)	29821698	34.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	86151572	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	9940566	11.5%
t	6627044	7.7%
e	6627044	7.7%
s	6627044	7.7%
o	6627044	7.7%
i	6627044	7.7%
S	3313522	3.8%
n	3313522	3.8%
W	3313522	3.8%
:	3313522	3.8%
Other values (9)	29821698	34.6%

AIRLINE_CODE
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

WN	3313522

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	6627044
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	WN
2nd row	WN
3rd row	WN
4th row	WN
5th row	WN

Common Values

Value	Count	Frequency (%)
WN	3313522	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
wn	3313522	100.0%

Most occurring characters

Value	Count	Frequency (%)
W	3313522	50.0%
N	3313522	50.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6627044	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
W	3313522	50.0%
N	3313522	50.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6627044	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
W	3313522	50.0%
N	3313522	50.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6627044	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
W	3313522	50.0%
N	3313522	50.0%

DOT_CODE
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

19393	3313522

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	16567610
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	19393
2nd row	19393
3rd row	19393
4th row	19393
5th row	19393

Common Values

Value	Count	Frequency (%)
19393	3313522	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
19393	3313522	100.0%

Most occurring characters

Value	Count	Frequency (%)
9	6627044	40.0%
3	6627044	40.0%
1	3313522	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
9	6627044	40.0%
3	6627044	40.0%
1	3313522	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
9	6627044	40.0%
3	6627044	40.0%
1	3313522	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
9	6627044	40.0%
3	6627044	40.0%
1	3313522	20.0%

FL_NUMBER
Real number (ℝ)

Distinct	6812
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2060.522

Minimum	1
Maximum	6999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	1
5-th percentile	215
Q1	945
median	1869
Q3	2879
95-th percentile	4884
Maximum	6999
Range	6998
Interquartile range (IQR)	1934

Descriptive statistics

Standard deviation	1409.6242
Coefficient of variation (CV)	0.68411022
Kurtosis	0.25919642
Mean	2060.522
Median Absolute Deviation (MAD)	962
Skewness	0.79923221
Sum	6.827585 × 10⁹
Variance	1987040.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	2131	0.1%
311	1973	0.1%
694	1858	0.1%
1640	1768	0.1%
110	1701	0.1%
351	1681	0.1%
953	1677	0.1%
312	1646	< 0.1%
44	1642	< 0.1%
255	1639	< 0.1%
Other values (6802)	3295806	99.5%

Value	Count	Frequency (%)
1	882	< 0.1%
2	743	< 0.1%
3	780	< 0.1%
4	1252	< 0.1%
5	835	< 0.1%
6	1038	< 0.1%
7	909	< 0.1%
8	440	< 0.1%
9	536	< 0.1%
10	1362	< 0.1%

Value	Count	Frequency (%)
6999	9	< 0.1%
6998	1	< 0.1%
6997	2	< 0.1%
6996	1	< 0.1%
6995	3	< 0.1%
6994	1	< 0.1%
6993	2	< 0.1%
6992	9	< 0.1%
6991	2	< 0.1%
6990	1	< 0.1%

ORIGIN
Text

Distinct	107
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	9940566
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BWI
2nd row	ATL
3rd row	ATL
4th row	ATL
5th row	ATL

Value	Count	Frequency (%)
den	220838	6.7%
las	185768	5.6%
mdw	183490	5.5%
dal	166208	5.0%
bwi	164385	5.0%
phx	153079	4.6%
hou	122857	3.7%
bna	113040	3.4%
mco	100394	3.0%
oak	90811	2.7%
Other values (97)	1812652	54.7%

Most occurring characters

Value	Count	Frequency (%)
A	1229398	12.4%
S	922880	9.3%
L	894710	9.0%
D	740601	7.5%
M	603965	6.1%
N	575518	5.8%
O	513100	5.2%
B	468334	4.7%
H	400059	4.0%
C	395880	4.0%
Other values (16)	3196121	32.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1229398	12.4%
S	922880	9.3%
L	894710	9.0%
D	740601	7.5%
M	603965	6.1%
N	575518	5.8%
O	513100	5.2%
B	468334	4.7%
H	400059	4.0%
C	395880	4.0%
Other values (16)	3196121	32.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1229398	12.4%
S	922880	9.3%
L	894710	9.0%
D	740601	7.5%
M	603965	6.1%
N	575518	5.8%
O	513100	5.2%
B	468334	4.7%
H	400059	4.0%
C	395880	4.0%
Other values (16)	3196121	32.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1229398	12.4%
S	922880	9.3%
L	894710	9.0%
D	740601	7.5%
M	603965	6.1%
N	575518	5.8%
O	513100	5.2%
B	468334	4.7%
H	400059	4.0%
C	395880	4.0%
Other values (16)	3196121	32.2%

ORIGIN_CITY
Text

Distinct	104
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	30
Median length	24
Mean length	12.28284
Min length	8

Characters and Unicode

Total characters	40699461
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Baltimore, MD
2nd row	Atlanta, GA
3rd row	Atlanta, GA
4th row	Atlanta, GA
5th row	Atlanta, GA

Value	Count	Frequency (%)
ca	568536	7.5%
tx	462803	6.1%
fl	289117	3.8%
co	235790	3.1%
denver	220838	2.9%
san	218145	2.9%
il	206222	2.7%
chicago	206222	2.7%
nv	205176	2.7%
vegas	185768	2.4%
Other values (155)	4805114	63.2%

Most occurring characters

Value	Count	Frequency (%)
	4290209	10.5%
a	3377275	8.3%
,	3313522	8.1%
e	2143215	5.3%
n	2099277	5.2%
o	2043071	5.0%
l	1696941	4.2%
s	1682316	4.1%
i	1522934	3.7%
A	1311883	3.2%
Other values (44)	17218818	42.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	40699461	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	4290209	10.5%
a	3377275	8.3%
,	3313522	8.1%
e	2143215	5.3%
n	2099277	5.2%
o	2043071	5.0%
l	1696941	4.2%
s	1682316	4.1%
i	1522934	3.7%
A	1311883	3.2%
Other values (44)	17218818	42.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	40699461	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	4290209	10.5%
a	3377275	8.3%
,	3313522	8.1%
e	2143215	5.3%
n	2099277	5.2%
o	2043071	5.0%
l	1696941	4.2%
s	1682316	4.1%
i	1522934	3.7%
A	1311883	3.2%
Other values (44)	17218818	42.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	40699461	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	4290209	10.5%
a	3377275	8.3%
,	3313522	8.1%
e	2143215	5.3%
n	2099277	5.2%
o	2043071	5.0%
l	1696941	4.2%
s	1682316	4.1%
i	1522934	3.7%
A	1311883	3.2%
Other values (44)	17218818	42.3%

DEST
Text

Distinct	107
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	9940566
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	BNA
2nd row	MCI
3rd row	BWI
4th row	BWI
5th row	LGA

Value	Count	Frequency (%)
den	220827	6.7%
las	185755	5.6%
mdw	183492	5.5%
dal	166207	5.0%
bwi	164382	5.0%
phx	153072	4.6%
hou	122851	3.7%
bna	113036	3.4%
mco	100367	3.0%
oak	90808	2.7%
Other values (97)	1812725	54.7%

Most occurring characters

Value	Count	Frequency (%)
A	1229390	12.4%
S	922900	9.3%
L	894686	9.0%
D	740614	7.5%
M	603965	6.1%
N	575521	5.8%
O	513083	5.2%
B	468338	4.7%
H	400056	4.0%
C	395871	4.0%
Other values (16)	3196142	32.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
A	1229390	12.4%
S	922900	9.3%
L	894686	9.0%
D	740614	7.5%
M	603965	6.1%
N	575521	5.8%
O	513083	5.2%
B	468338	4.7%
H	400056	4.0%
C	395871	4.0%
Other values (16)	3196142	32.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
A	1229390	12.4%
S	922900	9.3%
L	894686	9.0%
D	740614	7.5%
M	603965	6.1%
N	575521	5.8%
O	513083	5.2%
B	468338	4.7%
H	400056	4.0%
C	395871	4.0%
Other values (16)	3196142	32.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
A	1229390	12.4%
S	922900	9.3%
L	894686	9.0%
D	740614	7.5%
M	603965	6.1%
N	575521	5.8%
O	513083	5.2%
B	468338	4.7%
H	400056	4.0%
C	395871	4.0%
Other values (16)	3196142	32.2%

DEST_CITY
Text

Distinct	104
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	30
Median length	24
Mean length	12.282894
Min length	8

Characters and Unicode

Total characters	40699640
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Nashville, TN
2nd row	Kansas City, MO
3rd row	Baltimore, MD
4th row	Baltimore, MD
5th row	New York, NY

Value	Count	Frequency (%)
ca	568554	7.5%
tx	462808	6.1%
fl	289081	3.8%
co	235783	3.1%
denver	220827	2.9%
san	218157	2.9%
il	206229	2.7%
chicago	206229	2.7%
nv	205165	2.7%
vegas	185755	2.4%
Other values (155)	4805156	63.2%

Most occurring characters

Value	Count	Frequency (%)
	4290222	10.5%
a	3377263	8.3%
,	3313522	8.1%
e	2143224	5.3%
n	2099314	5.2%
o	2043103	5.0%
l	1696931	4.2%
s	1682332	4.1%
i	1522972	3.7%
A	1311900	3.2%
Other values (44)	17218857	42.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	40699640	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	4290222	10.5%
a	3377263	8.3%
,	3313522	8.1%
e	2143224	5.3%
n	2099314	5.2%
o	2043103	5.0%
l	1696931	4.2%
s	1682332	4.1%
i	1522972	3.7%
A	1311900	3.2%
Other values (44)	17218857	42.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	40699640	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	4290222	10.5%
a	3377263	8.3%
,	3313522	8.1%
e	2143224	5.3%
n	2099314	5.2%
o	2043103	5.0%
l	1696931	4.2%
s	1682332	4.1%
i	1522972	3.7%
A	1311900	3.2%
Other values (44)	17218857	42.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	40699640	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	4290222	10.5%
a	3377263	8.3%
,	3313522	8.1%
e	2143224	5.3%
n	2099314	5.2%
o	2043103	5.0%
l	1696931	4.2%
s	1682332	4.1%
i	1522972	3.7%
A	1311900	3.2%
Other values (44)	17218857	42.3%

CRS_DEP_TIME
Date

Distinct	226
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Minimum	2024-10-18 05:00:00
Maximum	2024-10-18 23:55:00

Histogram with fixed size bins (bins=50)

DEP_TIME
Text

Distinct	1367
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	16567610
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	26 ?
Unique (%)	< 0.1%

Sample

1st row	12:53
2nd row	16:41
3rd row	11:58
4th row	17:29
5th row	20:22

Value	Count	Frequency (%)
0:01	77821	2.3%
06:00	7753	0.2%
05:59	7361	0.2%
05:58	6568	0.2%
05:57	6311	0.2%
05:56	5523	0.2%
07:00	5486	0.2%
05:55	5324	0.2%
06:10	5279	0.2%
06:55	5271	0.2%
Other values (1357)	3180825	96.0%

Most occurring characters

Value	Count	Frequency (%)
:	3313522	20.0%
1	3098589	18.7%
0	2406481	14.5%
2	1531188	9.2%
5	1257575	7.6%
3	1042379	6.3%
4	1018773	6.1%
6	732757	4.4%
8	713664	4.3%
9	705946	4.3%
Other values (2)	746736	4.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3098589	18.7%
0	2406481	14.5%
2	1531188	9.2%
5	1257575	7.6%
3	1042379	6.3%
4	1018773	6.1%
6	732757	4.4%
8	713664	4.3%
9	705946	4.3%
Other values (2)	746736	4.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3098589	18.7%
0	2406481	14.5%
2	1531188	9.2%
5	1257575	7.6%
3	1042379	6.3%
4	1018773	6.1%
6	732757	4.4%
8	713664	4.3%
9	705946	4.3%
Other values (2)	746736	4.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3098589	18.7%
0	2406481	14.5%
2	1531188	9.2%
5	1257575	7.6%
3	1042379	6.3%
4	1018773	6.1%
6	732757	4.4%
8	713664	4.3%
9	705946	4.3%
Other values (2)	746736	4.5%

DEP_DELAY
Real number (ℝ)

Missing Zeros

Distinct	608
Distinct (%)	< 0.1%
Missing	77821
Missing (%)	2.3%
Infinite	0
Infinite (%)	0.0%
Mean	13.725938

Minimum	-52
Maximum	975
Zeros	215759
Zeros (%)	6.5%
Negative	1251237
Negative (%)	37.8%
Memory size	50.6 MiB

Quantile statistics

Minimum	-52
5-th percentile	-6
Q1	-3
median	2
Q3	17
95-th percentile	70
Maximum	975
Range	1027
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	32.522796
Coefficient of variation (CV)	2.3694407
Kurtosis	28.696176
Mean	13.725938
Median Absolute Deviation (MAD)	6
Skewness	4.2815144
Sum	44413031
Variance	1057.7322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	215759	6.5%
-1	215140	6.5%
-2	208355	6.3%
-3	201246	6.1%
-4	185233	5.6%
-5	182883	5.5%
1	115130	3.5%
-6	110519	3.3%
2	93100	2.8%
3	81586	2.5%
Other values (598)	1626750	49.1%
(Missing)	77821	2.3%

Value	Count	Frequency (%)
-52	1	< 0.1%
-38	1	< 0.1%
-31	1	< 0.1%
-30	1	< 0.1%
-29	2	< 0.1%
-28	1	< 0.1%
-27	1	< 0.1%
-26	2	< 0.1%
-25	5	< 0.1%
-24	2	< 0.1%

Value	Count	Frequency (%)
975	1	< 0.1%
775	1	< 0.1%
747	1	< 0.1%
726	1	< 0.1%
721	1	< 0.1%
705	1	< 0.1%
702	1	< 0.1%
681	1	< 0.1%
669	1	< 0.1%
648	1	< 0.1%

TAXI_OUT
Real number (ℝ)

Missing

Distinct	172
Distinct (%)	< 0.1%
Missing	78301
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	12.563544

Minimum	1
Maximum	174
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	9
median	11
Q3	14
95-th percentile	23
Maximum	174
Range	173
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	6.3453344
Coefficient of variation (CV)	0.50505926
Kurtosis	47.26845
Mean	12.563544
Median Absolute Deviation (MAD)	2
Skewness	4.7310257
Sum	40645843
Variance	40.263269
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	406149	12.3%
9	393799	11.9%
11	367951	11.1%
8	318094	9.6%
12	305346	9.2%
13	241126	7.3%
7	192917	5.8%
14	186709	5.6%
15	143818	4.3%
16	110283	3.3%
Other values (162)	569029	17.2%

Value	Count	Frequency (%)
1	99	< 0.1%
2	177	< 0.1%
3	283	< 0.1%
4	761	< 0.1%
5	12536	0.4%
6	74515	2.2%
7	192917	5.8%
8	318094	9.6%
9	393799	11.9%
10	406149	12.3%

Value	Count	Frequency (%)
174	1	< 0.1%
172	2	< 0.1%
171	1	< 0.1%
170	2	< 0.1%
169	1	< 0.1%
168	1	< 0.1%
167	1	< 0.1%
166	1	< 0.1%
164	1	< 0.1%
163	1	< 0.1%

WHEELS_OFF
Text

Distinct	1374
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	16567610
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	29 ?
Unique (%)	< 0.1%

Sample

1st row	13:02
2nd row	16:53
3rd row	12:06
4th row	17:42
5th row	20:36

Value	Count	Frequency (%)
0:01	78301	2.4%
06:10	4930	0.1%
06:11	4911	0.1%
06:14	4881	0.1%
06:12	4857	0.1%
06:13	4823	0.1%
06:16	4782	0.1%
06:17	4762	0.1%
06:18	4753	0.1%
06:15	4698	0.1%
Other values (1364)	3191824	96.3%

Most occurring characters

Value	Count	Frequency (%)
:	3313522	20.0%
1	3169534	19.1%
0	2320647	14.0%
2	1599738	9.7%
5	1117573	6.7%
3	1087766	6.6%
4	1028327	6.2%
6	740949	4.5%
8	712781	4.3%
9	704593	4.3%
Other values (2)	772180	4.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3169534	19.1%
0	2320647	14.0%
2	1599738	9.7%
5	1117573	6.7%
3	1087766	6.6%
4	1028327	6.2%
6	740949	4.5%
8	712781	4.3%
9	704593	4.3%
Other values (2)	772180	4.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3169534	19.1%
0	2320647	14.0%
2	1599738	9.7%
5	1117573	6.7%
3	1087766	6.6%
4	1028327	6.2%
6	740949	4.5%
8	712781	4.3%
9	704593	4.3%
Other values (2)	772180	4.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3169534	19.1%
0	2320647	14.0%
2	1599738	9.7%
5	1117573	6.7%
3	1087766	6.6%
4	1028327	6.2%
6	740949	4.5%
8	712781	4.3%
9	704593	4.3%
Other values (2)	772180	4.7%

WHEELS_ON
Text

Distinct	1440
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	16567610
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	< 0.1%

Sample

1st row	13:41
2nd row	17:39
3rd row	13:21
4th row	19:04
5th row	22:07

Value	Count	Frequency (%)
0:01	79338	2.4%
09:38	3603	0.1%
09:44	3564	0.1%
09:36	3559	0.1%
18:18	3556	0.1%
09:56	3530	0.1%
09:42	3530	0.1%
09:45	3521	0.1%
09:54	3511	0.1%
09:47	3506	0.1%
Other values (1430)	3202304	96.6%

Most occurring characters

Value	Count	Frequency (%)
:	3313522	20.0%
1	3190273	19.3%
0	2195143	13.2%
2	1881918	11.4%
3	1173911	7.1%
5	1054817	6.4%
4	1039696	6.3%
9	708821	4.3%
8	677774	4.1%
7	672855	4.1%
Other values (2)	658880	4.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3190273	19.3%
0	2195143	13.2%
2	1881918	11.4%
3	1173911	7.1%
5	1054817	6.4%
4	1039696	6.3%
9	708821	4.3%
8	677774	4.1%
7	672855	4.1%
Other values (2)	658880	4.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3190273	19.3%
0	2195143	13.2%
2	1881918	11.4%
3	1173911	7.1%
5	1054817	6.4%
4	1039696	6.3%
9	708821	4.3%
8	677774	4.1%
7	672855	4.1%
Other values (2)	658880	4.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3190273	19.3%
0	2195143	13.2%
2	1881918	11.4%
3	1173911	7.1%
5	1054817	6.4%
4	1039696	6.3%
9	708821	4.3%
8	677774	4.1%
7	672855	4.1%
Other values (2)	658880	4.0%

TAXI_IN
Real number (ℝ)

Missing

Distinct	176
Distinct (%)	< 0.1%
Missing	79338
Missing (%)	2.4%
Infinite	0
Infinite (%)	0.0%
Mean	5.8249605

Minimum	1
Maximum	186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	6
95-th percentile	14
Maximum	186
Range	185
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.3994704
Coefficient of variation (CV)	0.92695399
Kurtosis	74.307258
Mean	5.8249605
Median Absolute Deviation (MAD)	1
Skewness	6.2332929
Sum	18838994
Variance	29.154281
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	764035	23.1%
3	630229	19.0%
5	555434	16.8%
6	352104	10.6%
2	210043	6.3%
7	208729	6.3%
8	122135	3.7%
9	74515	2.2%
10	49264	1.5%
11	34711	1.0%
Other values (166)	232985	7.0%
(Missing)	79338	2.4%

Value	Count	Frequency (%)
1	17277	0.5%
2	210043	6.3%
3	630229	19.0%
4	764035	23.1%
5	555434	16.8%
6	352104	10.6%
7	208729	6.3%
8	122135	3.7%
9	74515	2.2%
10	49264	1.5%

Value	Count	Frequency (%)
186	1	< 0.1%
184	1	< 0.1%
181	1	< 0.1%
180	1	< 0.1%
177	1	< 0.1%
176	4	< 0.1%
175	6	< 0.1%
172	1	< 0.1%
171	1	< 0.1%
170	1	< 0.1%

CRS_ARR_TIME
Date

Distinct	239
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Minimum	2024-10-18 00:05:00
Maximum	2024-10-18 23:55:00

Histogram with fixed size bins (bins=50)

ARR_TIME
Text

Distinct	1440
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	16567610
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	13:47
2nd row	17:48
3rd row	13:31
4th row	19:28
5th row	22:14

Value	Count	Frequency (%)
0:01	79323	2.4%
18:01	3561	0.1%
09:45	3534	0.1%
18:40	3532	0.1%
09:50	3530	0.1%
09:46	3524	0.1%
09:43	3517	0.1%
09:44	3516	0.1%
09:40	3515	0.1%
09:38	3514	0.1%
Other values (1430)	3202456	96.6%

Most occurring characters

Value	Count	Frequency (%)
:	3313522	20.0%
1	3194427	19.3%
0	2196383	13.3%
2	1899189	11.5%
3	1177806	7.1%
5	1051251	6.3%
4	1037880	6.3%
9	705139	4.3%
8	676822	4.1%
7	668145	4.0%
Other values (2)	647046	3.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3194427	19.3%
0	2196383	13.3%
2	1899189	11.5%
3	1177806	7.1%
5	1051251	6.3%
4	1037880	6.3%
9	705139	4.3%
8	676822	4.1%
7	668145	4.0%
Other values (2)	647046	3.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3194427	19.3%
0	2196383	13.3%
2	1899189	11.5%
3	1177806	7.1%
5	1051251	6.3%
4	1037880	6.3%
9	705139	4.3%
8	676822	4.1%
7	668145	4.0%
Other values (2)	647046	3.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	16567610	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
:	3313522	20.0%
1	3194427	19.3%
0	2196383	13.3%
2	1899189	11.5%
3	1177806	7.1%
5	1051251	6.3%
4	1037880	6.3%
9	705139	4.3%
8	676822	4.1%
7	668145	4.0%
Other values (2)	647046	3.9%

ARR_DELAY
Real number (ℝ)

Missing Zeros

Distinct	638
Distinct (%)	< 0.1%
Missing	85785
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	6.746238

Minimum	-71
Maximum	812
Zeros	66616
Zeros (%)	2.0%
Negative	1791298
Negative (%)	54.1%
Memory size	50.6 MiB

Quantile statistics

Minimum	-71
5-th percentile	-22
Q1	-12
median	-3
Q3	13
95-th percentile	68
Maximum	812
Range	883
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	34.84579
Coefficient of variation (CV)	5.1652179
Kurtosis	22.973001
Mean	6.746238
Median Absolute Deviation (MAD)	11
Skewness	3.7090012
Sum	21775082
Variance	1214.229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-10	94898	2.9%
-9	94426	2.8%
-8	94154	2.8%
-11	93877	2.8%
-7	91496	2.8%
-12	90985	2.7%
-13	88535	2.7%
-6	88268	2.7%
-5	85289	2.6%
-14	83572	2.5%
Other values (628)	2322237	70.1%
(Missing)	85785	2.6%

Value	Count	Frequency (%)
-71	1	< 0.1%
-69	3	< 0.1%
-68	2	< 0.1%
-67	1	< 0.1%
-66	5	< 0.1%
-65	3	< 0.1%
-64	5	< 0.1%
-63	6	< 0.1%
-62	6	< 0.1%
-61	10	< 0.1%

Value	Count	Frequency (%)
812	1	< 0.1%
810	1	< 0.1%
760	1	< 0.1%
731	1	< 0.1%
714	1	< 0.1%
697	1	< 0.1%
691	1	< 0.1%
667	1	< 0.1%
655	1	< 0.1%
652	1	< 0.1%

CANCELLED
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

0.0	3235034
1.0	78488

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	9940566
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	3235034	97.6%
1.0	78488	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	3235034	97.6%
1.0	78488	2.4%

Most occurring characters

Value	Count	Frequency (%)
0	6548556	65.9%
.	3313522	33.3%
1	78488	0.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	6548556	65.9%
.	3313522	33.3%
1	78488	0.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	6548556	65.9%
.	3313522	33.3%
1	78488	0.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	6548556	65.9%
.	3313522	33.3%
1	78488	0.8%

CANCELLATION_CODE
Categorical

Missing

Distinct	4
Distinct (%)	< 0.1%
Missing	3235034
Missing (%)	97.6%
Memory size	50.6 MiB

B	39025
A	33718
C	5631
D	114

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	78488
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B
2nd row	B
3rd row	B
4th row	B
5th row	B

Common Values

Value	Count	Frequency (%)
B	39025	1.2%
A	33718	1.0%
C	5631	0.2%
D	114	< 0.1%
(Missing)	3235034	97.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b	39025	49.7%
a	33718	43.0%
c	5631	7.2%
d	114	0.1%

Most occurring characters

Value	Count	Frequency (%)
B	39025	49.7%
A	33718	43.0%
C	5631	7.2%
D	114	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	78488	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
B	39025	49.7%
A	33718	43.0%
C	5631	7.2%
D	114	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	78488	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
B	39025	49.7%
A	33718	43.0%
C	5631	7.2%
D	114	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	78488	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
B	39025	49.7%
A	33718	43.0%
C	5631	7.2%
D	114	0.1%

DIVERTED
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

0.0	3306225
1.0	7297

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	9940566
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	3306225	99.8%
1.0	7297	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	3306225	99.8%
1.0	7297	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	6619747	66.6%
.	3313522	33.3%
1	7297	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	6619747	66.6%
.	3313522	33.3%
1	7297	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	6619747	66.6%
.	3313522	33.3%
1	7297	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9940566	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	6619747	66.6%
.	3313522	33.3%
1	7297	0.1%

CRS_ELAPSED_TIME
Real number (ℝ)

Distinct	84
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.81859

Minimum	35
Maximum	480
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	35
5-th percentile	65
Q1	85
median	115
Q3	155
95-th percentile	240
Maximum	480
Range	445
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	56.677458
Coefficient of variation (CV)	0.44342107
Kurtosis	2.3429717
Mean	127.81859
Median Absolute Deviation (MAD)	35
Skewness	1.3418643
Sum	4.2352973 × 10⁸
Variance	3212.3343
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	205990	6.2%
90	186734	5.6%
80	177522	5.4%
70	164351	5.0%
75	159795	4.8%
95	121134	3.7%
135	117920	3.6%
65	116020	3.5%
110	115612	3.5%
140	112193	3.4%
Other values (74)	1836251	55.4%

Value	Count	Frequency (%)
35	3861	0.1%
40	10156	0.3%
45	17613	0.5%
50	15092	0.5%
55	26486	0.8%
60	52045	1.6%
65	116020	3.5%
70	164351	5.0%
75	159795	4.8%
80	177522	5.4%

Value	Count	Frequency (%)
480	1	< 0.1%
425	47	< 0.1%
420	34	< 0.1%
415	117	< 0.1%
410	144	< 0.1%
405	423	< 0.1%
400	372	< 0.1%
395	465	< 0.1%
390	683	< 0.1%
385	1012	< 0.1%

ELAPSED_TIME
Real number (ℝ)

Missing

Distinct	445
Distinct (%)	< 0.1%
Missing	85785
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	120.89473

Minimum	22
Maximum	524
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	22
5-th percentile	56
Q1	78
median	109
Q3	149
95-th percentile	231
Maximum	524
Range	502
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	56.913093
Coefficient of variation (CV)	0.47076572
Kurtosis	2.3242189
Mean	120.89473
Median Absolute Deviation (MAD)	34
Skewness	1.3345112
Sum	3.9021638 × 10⁸
Variance	3239.1002
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77	36240	1.1%
76	36078	1.1%
79	35957	1.1%
78	35937	1.1%
75	35770	1.1%
80	35119	1.1%
74	35094	1.1%
81	34326	1.0%
73	34318	1.0%
82	33606	1.0%
Other values (435)	2875292	86.8%
(Missing)	85785	2.6%

Value	Count	Frequency (%)
22	1	< 0.1%
23	1	< 0.1%
25	6	< 0.1%
26	10	< 0.1%
27	53	< 0.1%
28	129	< 0.1%
29	266	< 0.1%
30	473	< 0.1%
31	782	< 0.1%
32	1074	< 0.1%

Value	Count	Frequency (%)
524	1	< 0.1%
519	1	< 0.1%
494	1	< 0.1%
491	1	< 0.1%
488	2	< 0.1%
481	1	< 0.1%
477	1	< 0.1%
474	1	< 0.1%
473	1	< 0.1%
470	1	< 0.1%

AIR_TIME
Real number (ℝ)

Missing

Distinct	410
Distinct (%)	< 0.1%
Missing	85785
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	102.51606

Minimum	12
Maximum	503
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	12
5-th percentile	40
Q1	60
median	91
Q3	130
95-th percentile	210
Maximum	503
Range	491
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	55.640874
Coefficient of variation (CV)	0.54275273
Kurtosis	2.4592845
Mean	102.51606
Median Absolute Deviation (MAD)	33
Skewness	1.3751223
Sum	3.308949 × 10⁸
Variance	3095.9068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
62	39494	1.2%
63	38843	1.2%
61	38754	1.2%
64	38208	1.2%
60	37843	1.1%
59	36680	1.1%
65	36485	1.1%
58	35868	1.1%
66	35478	1.1%
57	35184	1.1%
Other values (400)	2854900	86.2%
(Missing)	85785	2.6%

Value	Count	Frequency (%)
12	1	< 0.1%
13	9	< 0.1%
14	84	< 0.1%
15	211	< 0.1%
16	534	< 0.1%
17	776	< 0.1%
18	943	< 0.1%
19	1418	< 0.1%
20	2331	0.1%
21	4163	0.1%

Value	Count	Frequency (%)
503	1	< 0.1%
434	1	< 0.1%
433	1	< 0.1%
422	1	< 0.1%
419	3	< 0.1%
418	1	< 0.1%
416	1	< 0.1%
415	1	< 0.1%
413	2	< 0.1%
412	3	< 0.1%

DISTANCE
Real number (ℝ)

Distinct	730
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	739.96997

Minimum	73
Maximum	2979
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	73
5-th percentile	223
Q1	387
median	641
Q3	967
95-th percentile	1620
Maximum	2979
Range	2906
Interquartile range (IQR)	580

Descriptive statistics

Standard deviation	464.34376
Coefficient of variation (CV)	0.62751703
Kurtosis	2.6530514
Mean	739.96997
Median Absolute Deviation (MAD)	279
Skewness	1.4094771
Sum	2.4519068 × 10⁹
Variance	215615.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
337	28881	0.9%
325	25119	0.8%
480	24667	0.7%
602	24529	0.7%
255	23348	0.7%
417	22670	0.7%
296	22470	0.7%
369	22019	0.7%
651	21531	0.6%
404	20374	0.6%
Other values (720)	3077914	92.9%

Value	Count	Frequency (%)
73	6802	0.2%
84	2310	0.1%
100	15358	0.5%
102	9225	0.3%
133	1990	0.1%
137	4918	0.1%
141	3177	0.1%
148	8579	0.3%
153	3818	0.1%
159	7241	0.2%

Value	Count	Frequency (%)
2979	232	< 0.1%
2917	1846	0.1%
2860	310	< 0.1%
2845	1592	< 0.1%
2818	1216	< 0.1%
2762	2568	0.1%
2717	1137	< 0.1%
2695	2273	0.1%
2676	486	< 0.1%
2615	1224	< 0.1%

DELAY_DUE_CARRIER
Real number (ℝ)

Missing Zeros

Distinct	512
Distinct (%)	0.1%
Missing	2553684
Missing (%)	77.1%
Infinite	0
Infinite (%)	0.0%
Mean	17.178392

Minimum	0
Maximum	741
Zeros	243307
Zeros (%)	7.3%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	20
95-th percentile	68
Maximum	741
Range	741
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	31.1235
Coefficient of variation (CV)	1.8117819
Kurtosis	37.455361
Mean	17.178392
Median Absolute Deviation (MAD)	8
Skewness	4.8687856
Sum	13052795
Variance	968.67227
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	243307	7.3%
6	20618	0.6%
7	20081	0.6%
8	18746	0.6%
4	18683	0.6%
3	18667	0.6%
2	18566	0.6%
5	18482	0.6%
9	17882	0.5%
1	17826	0.5%
Other values (502)	346980	10.5%
(Missing)	2553684	77.1%

Value	Count	Frequency (%)
0	243307	7.3%
1	17826	0.5%
2	18566	0.6%
3	18667	0.6%
4	18683	0.6%
5	18482	0.6%
6	20618	0.6%
7	20081	0.6%
8	18746	0.6%
9	17882	0.5%

Value	Count	Frequency (%)
741	1	< 0.1%
690	1	< 0.1%
667	1	< 0.1%
648	1	< 0.1%
612	1	< 0.1%
606	1	< 0.1%
588	1	< 0.1%
586	1	< 0.1%
577	1	< 0.1%
575	1	< 0.1%

DELAY_DUE_WEATHER
Real number (ℝ)

Missing Zeros

Distinct	391
Distinct (%)	0.1%
Missing	2553684
Missing (%)	77.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.1075506

Minimum	0
Maximum	726
Zeros	744337
Zeros (%)	22.5%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	726
Range	726
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	11.316744
Coefficient of variation (CV)	10.217813
Kurtosis	452.44609
Mean	1.1075506
Median Absolute Deviation (MAD)	0
Skewness	17.654631
Sum	841559
Variance	128.0687
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	744337	22.5%
15	309	< 0.1%
17	305	< 0.1%
19	298	< 0.1%
16	295	< 0.1%
14	290	< 0.1%
20	290	< 0.1%
18	280	< 0.1%
12	278	< 0.1%
10	249	< 0.1%
Other values (381)	12907	0.4%
(Missing)	2553684	77.1%

Value	Count	Frequency (%)
0	744337	22.5%
1	83	< 0.1%
2	122	< 0.1%
3	118	< 0.1%
4	147	< 0.1%
5	191	< 0.1%
6	223	< 0.1%
7	219	< 0.1%
8	218	< 0.1%
9	245	< 0.1%

Value	Count	Frequency (%)
726	1	< 0.1%
702	1	< 0.1%
618	1	< 0.1%
581	1	< 0.1%
577	1	< 0.1%
571	1	< 0.1%
530	1	< 0.1%
526	1	< 0.1%
514	1	< 0.1%
510	1	< 0.1%

DELAY_DUE_NAS
Real number (ℝ)

Missing Zeros

Distinct	402
Distinct (%)	0.1%
Missing	2553684
Missing (%)	77.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.5263359

Minimum	0
Maximum	731
Zeros	470725
Zeros (%)	14.2%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7
95-th percentile	35
Maximum	731
Range	731
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	19.26359
Coefficient of variation (CV)	2.5594911
Kurtosis	70.546487
Mean	7.5263359
Median Absolute Deviation (MAD)	0
Skewness	6.4551743
Sum	5718796
Variance	371.08589
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	470725	14.2%
1	18657	0.6%
2	17245	0.5%
3	15357	0.5%
4	14252	0.4%
5	13201	0.4%
6	11908	0.4%
7	11020	0.3%
15	10216	0.3%
8	10149	0.3%
Other values (392)	167108	5.0%
(Missing)	2553684	77.1%

Value	Count	Frequency (%)
0	470725	14.2%
1	18657	0.6%
2	17245	0.5%
3	15357	0.5%
4	14252	0.4%
5	13201	0.4%
6	11908	0.4%
7	11020	0.3%
8	10149	0.3%
9	9281	0.3%

Value	Count	Frequency (%)
731	1	< 0.1%
586	1	< 0.1%
522	1	< 0.1%
517	1	< 0.1%
515	1	< 0.1%
500	1	< 0.1%
486	1	< 0.1%
485	1	< 0.1%
479	1	< 0.1%
477	1	< 0.1%

DELAY_DUE_SECURITY
Real number (ℝ)

Missing Skewed Zeros

Distinct	197
Distinct (%)	< 0.1%
Missing	2553684
Missing (%)	77.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.1449151

Minimum	0
Maximum	581
Zeros	756232
Zeros (%)	22.8%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	581
Range	581
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.284715
Coefficient of variation (CV)	22.666478
Kurtosis	4098.7235
Mean	0.1449151
Median Absolute Deviation (MAD)	0
Skewness	49.641986
Sum	110112
Variance	10.789352
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	756232	22.8%
16	176	< 0.1%
15	170	< 0.1%
17	139	< 0.1%
18	133	< 0.1%
19	113	< 0.1%
20	113	< 0.1%
12	112	< 0.1%
14	103	< 0.1%
21	103	< 0.1%
Other values (187)	2444	0.1%
(Missing)	2553684	77.1%

Value	Count	Frequency (%)
0	756232	22.8%
1	36	< 0.1%
2	45	< 0.1%
3	49	< 0.1%
4	36	< 0.1%
5	58	< 0.1%
6	79	< 0.1%
7	95	< 0.1%
8	80	< 0.1%
9	88	< 0.1%

Value	Count	Frequency (%)
581	1	< 0.1%
454	1	< 0.1%
415	1	< 0.1%
332	1	< 0.1%
308	1	< 0.1%
305	1	< 0.1%
300	1	< 0.1%
290	1	< 0.1%
278	1	< 0.1%
246	1	< 0.1%

DELAY_DUE_LATE_AIRCRAFT
Real number (ℝ)

Missing Zeros

Distinct	461
Distinct (%)	0.1%
Missing	2553684
Missing (%)	77.1%
Infinite	0
Infinite (%)	0.0%
Mean	25.346619

Minimum	0
Maximum	636
Zeros	232743
Zeros (%)	7.0%
Negative	0
Negative (%)	0.0%
Memory size	50.6 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	14
Q3	33
95-th percentile	98
Maximum	636
Range	636
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	37.815797
Coefficient of variation (CV)	1.4919464
Kurtosis	14.563172
Mean	25.346619
Median Absolute Deviation (MAD)	14
Skewness	3.1338536
Sum	19259324
Variance	1430.0345
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	232743	7.0%
15	15020	0.5%
16	14359	0.4%
17	13616	0.4%
18	12878	0.4%
14	12289	0.4%
19	12063	0.4%
13	12003	0.4%
12	11694	0.4%
11	11603	0.4%
Other values (451)	411570	12.4%
(Missing)	2553684	77.1%

Value	Count	Frequency (%)
0	232743	7.0%
1	10957	0.3%
2	11014	0.3%
3	10134	0.3%
4	9637	0.3%
5	9937	0.3%
6	10669	0.3%
7	10475	0.3%
8	10892	0.3%
9	11049	0.3%

Value	Count	Frequency (%)
636	1	< 0.1%
615	1	< 0.1%
606	1	< 0.1%
558	1	< 0.1%
556	1	< 0.1%
551	1	< 0.1%
531	1	< 0.1%
511	1	< 0.1%
507	1	< 0.1%
504	1	< 0.1%

YEAR
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	50.6 MiB

2022	1307149
2021	1064640
2023	941733

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	13254088
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2022	1307149	39.4%
2021	1064640	32.1%
2023	941733	28.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2022	1307149	39.4%
2021	1064640	32.1%
2023	941733	28.4%

Most occurring characters

Value	Count	Frequency (%)
2	7934193	59.9%
0	3313522	25.0%
1	1064640	8.0%
3	941733	7.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13254088	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	7934193	59.9%
0	3313522	25.0%
1	1064640	8.0%
3	941733	7.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13254088	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	7934193	59.9%
0	3313522	25.0%
1	1064640	8.0%
3	941733	7.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13254088	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	7934193	59.9%
0	3313522	25.0%
1	1064640	8.0%
3	941733	7.1%

MONTH
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.2173159

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	37.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.2422985
Coefficient of variation (CV)	0.52149489
Kurtosis	-1.011994
Mean	6.2173159
Median Absolute Deviation (MAD)	3
Skewness	0.10514414
Sum	20601213
Variance	10.5125
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
8	349077	10.5%
7	348269	10.5%
6	328785	9.9%
5	317834	9.6%
3	302291	9.1%
4	299130	9.0%
1	271173	8.2%
2	245153	7.4%
10	219820	6.6%
12	213568	6.4%
Other values (2)	418422	12.6%

Value	Count	Frequency (%)
1	271173	8.2%
2	245153	7.4%
3	302291	9.1%
4	299130	9.0%
5	317834	9.6%
6	328785	9.9%
7	348269	10.5%
8	349077	10.5%
9	209848	6.3%
10	219820	6.6%

Value	Count	Frequency (%)
12	213568	6.4%
11	208574	6.3%
10	219820	6.6%
9	209848	6.3%
8	349077	10.5%
7	348269	10.5%
6	328785	9.9%
5	317834	9.6%
4	299130	9.0%
3	302291	9.1%

Interactions

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

	FL_DATE	AIRLINE	AIRLINE_DOT	AIRLINE_CODE	DOT_CODE	FL_NUMBER	ORIGIN	ORIGIN_CITY	DEST	DEST_CITY	CRS_DEP_TIME	DEP_TIME	DEP_DELAY	TAXI_OUT	WHEELS_OFF	WHEELS_ON	TAXI_IN	CRS_ARR_TIME	ARR_TIME	ARR_DELAY	CANCELLATION_CODE	CRS_ELAPSED_TIME	ELAPSED_TIME	AIR_TIME	DISTANCE	DELAY_DUE_CARRIER	DELAY_DUE_WEATHER	DELAY_DUE_NAS	DELAY_DUE_SECURITY	DELAY_DUE_LATE_AIRCRAFT	YEAR	MONTH
106	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	2527	BWI	Baltimore, MD	BNA	Nashville, TN	12:55	12:53	-2.0	9.0	13:02	13:41	6.0	13:55	13:47	-8.0	NaN	120.0	114.0	99.0	587.0	NaN	NaN	NaN	NaN	NaN	2021	1
1364	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	1782	ATL	Atlanta, GA	MCI	Kansas City, MO	16:35	16:41	6.0	12.0	16:53	17:39	9.0	17:50	17:48	-2.0	NaN	135.0	127.0	106.0	692.0	NaN	NaN	NaN	NaN	NaN	2021	1
1365	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	2003	ATL	Atlanta, GA	BWI	Baltimore, MD	12:00	11:58	-2.0	8.0	12:06	13:21	10.0	13:45	13:31	-14.0	NaN	105.0	93.0	75.0	577.0	NaN	NaN	NaN	NaN	NaN	2021	1
1366	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	2823	ATL	Atlanta, GA	BWI	Baltimore, MD	17:25	17:29	4.0	13.0	17:42	19:04	24.0	19:05	19:28	23.0	NaN	100.0	119.0	82.0	577.0	0.0	0.0	23.0	0.0	0.0	2021	1
1367	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	2707	ATL	Atlanta, GA	LGA	New York, NY	19:50	20:22	32.0	14.0	20:36	22:07	7.0	22:05	22:14	9.0	NaN	135.0	112.0	91.0	762.0	NaN	NaN	NaN	NaN	NaN	2021	1
1368	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	2568	ATL	Atlanta, GA	LAS	Las Vegas, NV	16:30	16:47	17.0	12.0	16:59	17:54	5.0	18:05	17:59	-6.0	NaN	275.0	252.0	235.0	1747.0	NaN	NaN	NaN	NaN	NaN	2021	1
1369	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	3796	ATL	Atlanta, GA	JAX	Jacksonville, FL	12:45	12:56	11.0	15.0	13:11	13:59	4.0	13:55	14:03	8.0	NaN	70.0	67.0	48.0	270.0	NaN	NaN	NaN	NaN	NaN	2021	1
1370	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	3179	ATL	Atlanta, GA	IND	Indianapolis, IN	12:40	12:39	-1.0	27.0	13:06	14:16	2.0	14:10	14:18	8.0	NaN	90.0	99.0	70.0	432.0	NaN	NaN	NaN	NaN	NaN	2021	1
1371	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	2434	ATL	Atlanta, GA	IND	Indianapolis, IN	17:40	18:04	24.0	16.0	18:20	19:23	6.0	19:10	19:29	19.0	NaN	90.0	85.0	63.0	432.0	7.0	0.0	0.0	0.0	12.0	2021	1
1372	2021-01-01	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	2970	ATL	Atlanta, GA	IAD	Washington, DC	12:40	13:07	27.0	14.0	13:21	14:43	2.0	14:20	14:45	25.0	NaN	100.0	98.0	82.0	534.0	25.0	0.0	0.0	0.0	0.0	2021	1

	FL_DATE	AIRLINE	AIRLINE_DOT	AIRLINE_CODE	DOT_CODE	FL_NUMBER	ORIGIN	ORIGIN_CITY	DEST	DEST_CITY	CRS_DEP_TIME	DEP_TIME	DEP_DELAY	TAXI_OUT	WHEELS_OFF	WHEELS_ON	TAXI_IN	CRS_ARR_TIME	ARR_TIME	ARR_DELAY	CANCELLATION_CODE	CRS_ELAPSED_TIME	ELAPSED_TIME	AIR_TIME	DISTANCE	DELAY_DUE_CARRIER	DELAY_DUE_WEATHER	DELAY_DUE_NAS	DELAY_DUE_SECURITY	DELAY_DUE_LATE_AIRCRAFT	YEAR	MONTH
17269926	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	1378	DCA	Washington, DC	MDW	Chicago, IL	18:30	18:31	1.0	9.0	18:40	19:09	8.0	19:30	19:17	-13.0	NaN	120.0	106.0	89.0	601.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269929	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	747	DCA	Washington, DC	MDW	Chicago, IL	09:15	09:12	-3.0	29.0	09:41	10:09	3.0	10:10	10:12	2.0	NaN	115.0	120.0	88.0	601.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269931	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	713	DCA	Washington, DC	MDW	Chicago, IL	11:50	11:47	-3.0	7.0	11:54	12:23	3.0	12:45	12:26	-19.0	NaN	115.0	99.0	89.0	601.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269934	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	3710	DCA	Washington, DC	MCO	Orlando, FL	06:05	06:06	1.0	8.0	06:14	08:01	4.0	08:20	08:05	-15.0	NaN	135.0	119.0	107.0	759.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269935	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	3664	DCA	Washington, DC	MCI	Kansas City, MO	12:50	12:44	-6.0	12.0	12:56	14:03	4.0	14:25	14:07	-18.0	NaN	155.0	143.0	127.0	949.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269937	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	3106	DCA	Washington, DC	MCI	Kansas City, MO	16:25	16:24	-1.0	7.0	16:31	17:38	3.0	18:00	17:41	-19.0	NaN	155.0	137.0	127.0	949.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269939	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	3068	DAL	Dallas, TX	SAT	San Antonio, TX	21:50	22:05	15.0	7.0	22:12	22:52	3.0	22:50	22:55	5.0	NaN	60.0	50.0	40.0	247.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269940	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	4795	DAL	Dallas, TX	LAX	Los Angeles, CA	14:50	15:14	24.0	15.0	15:29	16:15	10.0	16:00	16:25	25.0	NaN	190.0	191.0	166.0	1246.0	4.0	0.0	1.0	0.0	20.0	2023	8
17269941	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	5171	DAL	Dallas, TX	MCO	Orlando, FL	20:45	20:47	2.0	8.0	20:55	00:07	6.0	00:20	00:13	-7.0	NaN	155.0	146.0	132.0	973.0	NaN	NaN	NaN	NaN	NaN	2023	8
17269942	2023-08-31	Southwest Airlines Co.	Southwest Airlines Co.: WN	WN	19393	1902	DCA	Washington, DC	MCO	Orlando, FL	14:00	14:00	0.0	12.0	14:12	16:50	7.0	16:20	16:57	37.0	NaN	140.0	177.0	158.0	759.0	0.0	0.0	37.0	0.0	0.0	2023	8

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script